Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 318926 |
| Missing cells | 48866 |
| Missing cells (%) | 1.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 34.1 MiB |
| Average record size in memory | 112.0 B |
Variable types
| Categorical | 4 |
|---|---|
| DateTime | 1 |
| Numeric | 9 |
VERSIE has constant value "" | Constant |
DATUM_BESTAND has constant value "" | Constant |
PEILDATUM has constant value "" | Constant |
TYPERENDE_DIAGNOSE_CD has a high cardinality: 1897 distinct values | High cardinality |
BEHANDELEND_SPECIALISME_CD is highly overall correlated with AANTAL_PAT_PER_SPC | High correlation |
AANTAL_PAT_PER_ZPD is highly overall correlated with AANTAL_SUBTRAJECT_PER_ZPD | High correlation |
AANTAL_SUBTRAJECT_PER_ZPD is highly overall correlated with AANTAL_PAT_PER_ZPD | High correlation |
AANTAL_PAT_PER_DIAG is highly overall correlated with AANTAL_SUBTRAJECT_PER_DIAG | High correlation |
AANTAL_SUBTRAJECT_PER_DIAG is highly overall correlated with AANTAL_PAT_PER_DIAG | High correlation |
AANTAL_PAT_PER_SPC is highly overall correlated with BEHANDELEND_SPECIALISME_CD and 1 other fields | High correlation |
AANTAL_SUBTRAJECT_PER_SPC is highly overall correlated with AANTAL_PAT_PER_SPC | High correlation |
GEMIDDELDE_VERKOOPPRIJS has 48866 (15.3%) missing values | Missing |
AANTAL_SUBTRAJECT_PER_ZPD is highly skewed (γ1 = 21.29093219) | Skewed |
Reproduction
| Analysis started | 2023-01-30 17:17:53.384956 |
|---|---|
| Analysis finished | 2023-01-30 17:18:13.405267 |
| Duration | 20.02 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
VERSIE
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 956778 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 318926 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 318926 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 318926 | |
| . | 318926 | |
| 0 | 318926 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 637852 | |
| Other Punctuation | 318926 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 318926 | |
| 0 | 318926 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 318926 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 956778 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 318926 | |
| . | 318926 | |
| 0 | 318926 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 956778 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 318926 | |
| . | 318926 | |
| 0 | 318926 |
DATUM_BESTAND
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 2023-01-06 |
|---|
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 3189260 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2023-01-06 |
|---|---|
| 2nd row | 2023-01-06 |
| 3rd row | 2023-01-06 |
| 4th row | 2023-01-06 |
| 5th row | 2023-01-06 |
Common Values
| Value | Count | Frequency (%) |
| 2023-01-06 | 318926 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2023-01-06 | 318926 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 956778 | |
| 2 | 637852 | |
| - | 637852 | |
| 3 | 318926 | 10.0% |
| 1 | 318926 | 10.0% |
| 6 | 318926 | 10.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2551408 | |
| Dash Punctuation | 637852 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 956778 | |
| 2 | 637852 | |
| 3 | 318926 | 12.5% |
| 1 | 318926 | 12.5% |
| 6 | 318926 | 12.5% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 637852 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3189260 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 956778 | |
| 2 | 637852 | |
| - | 637852 | |
| 3 | 318926 | 10.0% |
| 1 | 318926 | 10.0% |
| 6 | 318926 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3189260 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 956778 | |
| 2 | 637852 | |
| - | 637852 | |
| 3 | 318926 | 10.0% |
| 1 | 318926 | 10.0% |
| 6 | 318926 | 10.0% |
PEILDATUM
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 2023-01-01 |
|---|
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 3189260 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2023-01-01 |
|---|---|
| 2nd row | 2023-01-01 |
| 3rd row | 2023-01-01 |
| 4th row | 2023-01-01 |
| 5th row | 2023-01-01 |
Common Values
| Value | Count | Frequency (%) |
| 2023-01-01 | 318926 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2023-01-01 | 318926 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 956778 | |
| 2 | 637852 | |
| - | 637852 | |
| 1 | 637852 | |
| 3 | 318926 | 10.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2551408 | |
| Dash Punctuation | 637852 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 956778 | |
| 2 | 637852 | |
| 1 | 637852 | |
| 3 | 318926 | 12.5% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 637852 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3189260 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 956778 | |
| 2 | 637852 | |
| - | 637852 | |
| 1 | 637852 | |
| 3 | 318926 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3189260 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 956778 | |
| 2 | 637852 | |
| - | 637852 | |
| 1 | 637852 | |
| 3 | 318926 | 10.0% |
JAAR
Date
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| Minimum | 2012-01-01 00:00:00 |
|---|---|
| Maximum | 2022-01-01 00:00:00 |
BEHANDELEND_SPECIALISME_CD
Real number (ℝ)
| Distinct | 28 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 437.6308 |
| Minimum | 301 |
|---|---|
| Maximum | 8418 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 301 |
|---|---|
| 5-th percentile | 302 |
| Q1 | 305 |
| median | 313 |
| Q3 | 322 |
| 95-th percentile | 335 |
| Maximum | 8418 |
| Range | 8117 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 986.98774 |
|---|---|
| Coefficient of variation (CV) | 2.2552977 |
| Kurtosis | 61.271343 |
| Mean | 437.6308 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 7.9487585 |
| Sum | 1.3957184 × 108 |
| Variance | 974144.79 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 305 | 45051 | |
| 313 | 41353 | |
| 303 | 36720 | |
| 330 | 25240 | 7.9% |
| 316 | 21706 | 6.8% |
| 308 | 17147 | 5.4% |
| 306 | 13380 | 4.2% |
| 324 | 13159 | 4.1% |
| 301 | 12804 | 4.0% |
| 304 | 10371 | 3.3% |
| Other values (18) | 81995 |
| Value | Count | Frequency (%) |
| 301 | 12804 | 4.0% |
| 302 | 6991 | 2.2% |
| 303 | 36720 | |
| 304 | 10371 | 3.3% |
| 305 | 45051 | |
| 306 | 13380 | 4.2% |
| 307 | 5573 | 1.7% |
| 308 | 17147 | 5.4% |
| 310 | 3496 | 1.1% |
| 313 | 41353 |
| Value | Count | Frequency (%) |
| 8418 | 4253 | 1.3% |
| 8416 | 543 | 0.2% |
| 1900 | 210 | 0.1% |
| 390 | 862 | 0.3% |
| 389 | 3363 | 1.1% |
| 362 | 4301 | 1.3% |
| 361 | 2289 | 0.7% |
| 335 | 3227 | 1.0% |
| 330 | 25240 | |
| 329 | 834 | 0.3% |
TYPERENDE_DIAGNOSE_CD
Categorical
| Distinct | 1897 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 101 | 1347 |
|---|---|
| 402 | 1306 |
| 403 | 1278 |
| 301 | 1275 |
| 201 | 1202 |
| Other values (1892) |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.3522479 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1069119 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 21 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 07 |
|---|---|
| 2nd row | 14 |
| 3rd row | 03 |
| 4th row | 17 |
| 5th row | 01 |
Common Values
| Value | Count | Frequency (%) |
| 101 | 1347 | 0.4% |
| 402 | 1306 | 0.4% |
| 403 | 1278 | 0.4% |
| 301 | 1275 | 0.4% |
| 201 | 1202 | 0.4% |
| 203 | 1193 | 0.4% |
| 401 | 1067 | 0.3% |
| 404 | 1057 | 0.3% |
| 802 | 1039 | 0.3% |
| 409 | 1030 | 0.3% |
| Other values (1887) | 307132 |
Length
| Value | Count | Frequency (%) |
| 101 | 1347 | 0.4% |
| 402 | 1306 | 0.4% |
| 403 | 1278 | 0.4% |
| 301 | 1275 | 0.4% |
| 201 | 1202 | 0.4% |
| 203 | 1193 | 0.4% |
| 401 | 1067 | 0.3% |
| 404 | 1057 | 0.3% |
| 802 | 1039 | 0.3% |
| 409 | 1030 | 0.3% |
| Other values (1887) | 307132 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 204571 | |
| 0 | 195938 | |
| 2 | 141707 | |
| 3 | 115848 | |
| 5 | 82478 | |
| 9 | 77055 | 7.2% |
| 4 | 75865 | 7.1% |
| 7 | 62932 | 5.9% |
| 6 | 55871 | 5.2% |
| 8 | 46039 | 4.3% |
| Other values (15) | 10815 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1058304 | |
| Uppercase Letter | 10815 | 1.0% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 2017 | |
| M | 1830 | |
| B | 1300 | |
| E | 910 | |
| Z | 902 | |
| D | 725 | 6.7% |
| A | 703 | 6.5% |
| F | 674 | 6.2% |
| C | 357 | 3.3% |
| K | 350 | 3.2% |
| Other values (5) | 1047 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 204571 | |
| 0 | 195938 | |
| 2 | 141707 | |
| 3 | 115848 | |
| 5 | 82478 | |
| 9 | 77055 | 7.3% |
| 4 | 75865 | 7.2% |
| 7 | 62932 | 5.9% |
| 6 | 55871 | 5.3% |
| 8 | 46039 | 4.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1058304 | |
| Latin | 10815 | 1.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| G | 2017 | |
| M | 1830 | |
| B | 1300 | |
| E | 910 | |
| Z | 902 | |
| D | 725 | 6.7% |
| A | 703 | 6.5% |
| F | 674 | 6.2% |
| C | 357 | 3.3% |
| K | 350 | 3.2% |
| Other values (5) | 1047 |
Common
| Value | Count | Frequency (%) |
| 1 | 204571 | |
| 0 | 195938 | |
| 2 | 141707 | |
| 3 | 115848 | |
| 5 | 82478 | |
| 9 | 77055 | 7.3% |
| 4 | 75865 | 7.2% |
| 7 | 62932 | 5.9% |
| 6 | 55871 | 5.3% |
| 8 | 46039 | 4.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1069119 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 204571 | |
| 0 | 195938 | |
| 2 | 141707 | |
| 3 | 115848 | |
| 5 | 82478 | |
| 9 | 77055 | 7.2% |
| 4 | 75865 | 7.1% |
| 7 | 62932 | 5.9% |
| 6 | 55871 | 5.2% |
| 8 | 46039 | 4.3% |
| Other values (15) | 10815 | 1.0% |
ZORGPRODUCT_CD
Real number (ℝ)
| Distinct | 6011 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4167032 × 108 |
| Minimum | 10501002 |
|---|---|
| Maximum | 9.9841808 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 10501002 |
|---|---|
| 5-th percentile | 28999038 |
| Q1 | 99799068 |
| median | 1.4959903 × 108 |
| Q3 | 9.90004 × 108 |
| 95-th percentile | 9.9051604 × 108 |
| Maximum | 9.9841808 × 108 |
| Range | 9.8791708 × 108 |
| Interquartile range (IQR) | 8.9020494 × 108 |
Descriptive statistics
| Standard deviation | 4.2921687 × 108 |
|---|---|
| Coefficient of variation (CV) | 0.97180375 |
| Kurtosis | -1.7415168 |
| Mean | 4.4167032 × 108 |
| Median Absolute Deviation (MAD) | 1.1970002 × 108 |
| Skewness | 0.46328001 |
| Sum | 1.4086015 × 1014 |
| Variance | 1.8422712 × 1017 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 990004009 | 2321 | 0.7% |
| 990004007 | 2284 | 0.7% |
| 990003004 | 2233 | 0.7% |
| 990004006 | 1857 | 0.6% |
| 990356076 | 1689 | 0.5% |
| 990356073 | 1559 | 0.5% |
| 131999228 | 1485 | 0.5% |
| 131999164 | 1473 | 0.5% |
| 990003007 | 1458 | 0.5% |
| 131999194 | 1349 | 0.4% |
| Other values (6001) | 301218 |
| Value | Count | Frequency (%) |
| 10501002 | 9 | |
| 10501003 | 11 | |
| 10501004 | 11 | |
| 10501005 | 11 | |
| 10501007 | 3 | < 0.1% |
| 10501008 | 11 | |
| 10501010 | 11 | |
| 10501011 | 3 | < 0.1% |
| 11101002 | 10 | |
| 11101003 | 11 |
| Value | Count | Frequency (%) |
| 998418081 | 160 | |
| 998418080 | 145 | |
| 998418079 | 38 | < 0.1% |
| 998418077 | 8 | < 0.1% |
| 998418076 | 8 | < 0.1% |
| 998418075 | 6 | < 0.1% |
| 998418074 | 214 | |
| 998418073 | 214 | |
| 998418072 | 8 | < 0.1% |
| 998418071 | 8 | < 0.1% |
AANTAL_PAT_PER_ZPD
Real number (ℝ)
| Distinct | 10070 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 515.47549 |
| Minimum | 1 |
|---|---|
| Maximum | 165142 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 14 |
| Q3 | 104 |
| 95-th percentile | 1753 |
| Maximum | 165142 |
| Range | 165141 |
| Interquartile range (IQR) | 101 |
Descriptive statistics
| Standard deviation | 3174.6685 |
|---|---|
| Coefficient of variation (CV) | 6.1587187 |
| Kurtosis | 404.01663 |
| Mean | 515.47549 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 16.643127 |
| Sum | 1.6439854 × 108 |
| Variance | 10078520 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 52528 | 16.5% |
| 2 | 25677 | 8.1% |
| 3 | 16790 | 5.3% |
| 4 | 12347 | 3.9% |
| 5 | 9613 | 3.0% |
| 6 | 8124 | 2.5% |
| 7 | 6771 | 2.1% |
| 8 | 5742 | 1.8% |
| 9 | 5205 | 1.6% |
| 10 | 4720 | 1.5% |
| Other values (10060) | 171409 |
| Value | Count | Frequency (%) |
| 1 | 52528 | |
| 2 | 25677 | |
| 3 | 16790 | 5.3% |
| 4 | 12347 | 3.9% |
| 5 | 9613 | 3.0% |
| 6 | 8124 | 2.5% |
| 7 | 6771 | 2.1% |
| 8 | 5742 | 1.8% |
| 9 | 5205 | 1.6% |
| 10 | 4720 | 1.5% |
| Value | Count | Frequency (%) |
| 165142 | 1 | |
| 156984 | 1 | |
| 155884 | 1 | |
| 154269 | 1 | |
| 154185 | 1 | |
| 144724 | 1 | |
| 118397 | 1 | |
| 115938 | 1 | |
| 110606 | 1 | |
| 110520 | 1 |
AANTAL_SUBTRAJECT_PER_ZPD
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 10744 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 608.76077 |
| Minimum | 1 |
|---|---|
| Maximum | 239709 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 15 |
| Q3 | 114 |
| 95-th percentile | 1997 |
| Maximum | 239709 |
| Range | 239708 |
| Interquartile range (IQR) | 111 |
Descriptive statistics
| Standard deviation | 4082.7328 |
|---|---|
| Coefficient of variation (CV) | 6.7066294 |
| Kurtosis | 722.57756 |
| Mean | 608.76077 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 21.290932 |
| Sum | 1.9414964 × 108 |
| Variance | 16668707 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 50593 | 15.9% |
| 2 | 25228 | 7.9% |
| 3 | 16626 | 5.2% |
| 4 | 12140 | 3.8% |
| 5 | 9511 | 3.0% |
| 6 | 8123 | 2.5% |
| 7 | 6724 | 2.1% |
| 8 | 5695 | 1.8% |
| 9 | 5135 | 1.6% |
| 10 | 4715 | 1.5% |
| Other values (10734) | 174436 |
| Value | Count | Frequency (%) |
| 1 | 50593 | |
| 2 | 25228 | |
| 3 | 16626 | 5.2% |
| 4 | 12140 | 3.8% |
| 5 | 9511 | 3.0% |
| 6 | 8123 | 2.5% |
| 7 | 6724 | 2.1% |
| 8 | 5695 | 1.8% |
| 9 | 5135 | 1.6% |
| 10 | 4715 | 1.5% |
| Value | Count | Frequency (%) |
| 239709 | 1 | |
| 232466 | 1 | |
| 231983 | 1 | |
| 230952 | 1 | |
| 227936 | 1 | |
| 227457 | 1 | |
| 225982 | 1 | |
| 223938 | 1 | |
| 218449 | 1 | |
| 215070 | 1 |
AANTAL_PAT_PER_DIAG
Real number (ℝ)
| Distinct | 8960 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7725.6066 |
| Minimum | 1 |
|---|---|
| Maximum | 227968 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 42 |
| Q1 | 411 |
| median | 1736 |
| Q3 | 6417 |
| 95-th percentile | 36952 |
| Maximum | 227968 |
| Range | 227967 |
| Interquartile range (IQR) | 6006 |
Descriptive statistics
| Standard deviation | 17860.004 |
|---|---|
| Coefficient of variation (CV) | 2.3117931 |
| Kurtosis | 34.156965 |
| Mean | 7725.6066 |
| Median Absolute Deviation (MAD) | 1577 |
| Skewness | 5.0595106 |
| Sum | 2.4638968 × 109 |
| Variance | 3.1897975 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21 | 529 | 0.2% |
| 12 | 482 | 0.2% |
| 25 | 475 | 0.1% |
| 8 | 465 | 0.1% |
| 17 | 451 | 0.1% |
| 9 | 450 | 0.1% |
| 37 | 448 | 0.1% |
| 28 | 430 | 0.1% |
| 22 | 429 | 0.1% |
| 14 | 425 | 0.1% |
| Other values (8950) | 314342 |
| Value | Count | Frequency (%) |
| 1 | 353 | |
| 2 | 408 | |
| 3 | 396 | |
| 4 | 409 | |
| 5 | 367 | |
| 6 | 411 | |
| 7 | 375 | |
| 8 | 465 | |
| 9 | 450 | |
| 10 | 373 |
| Value | Count | Frequency (%) |
| 227968 | 23 | |
| 224643 | 23 | |
| 217853 | 24 | |
| 214514 | 17 | |
| 213536 | 25 | |
| 211593 | 17 | |
| 210434 | 19 | |
| 205348 | 17 | |
| 200603 | 16 | |
| 198527 | 20 |
AANTAL_SUBTRAJECT_PER_DIAG
Real number (ℝ)
| Distinct | 10035 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11122.475 |
| Minimum | 1 |
|---|---|
| Maximum | 369838 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 53 |
| Q1 | 547 |
| median | 2401 |
| Q3 | 9151 |
| 95-th percentile | 52146 |
| Maximum | 369838 |
| Range | 369837 |
| Interquartile range (IQR) | 8604 |
Descriptive statistics
| Standard deviation | 26617.827 |
|---|---|
| Coefficient of variation (CV) | 2.3931568 |
| Kurtosis | 37.888792 |
| Mean | 11122.475 |
| Median Absolute Deviation (MAD) | 2200 |
| Skewness | 5.3149377 |
| Sum | 3.5472465 × 109 |
| Variance | 7.0850869 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 367 | 0.1% |
| 23 | 351 | 0.1% |
| 17 | 348 | 0.1% |
| 13 | 346 | 0.1% |
| 11 | 342 | 0.1% |
| 40 | 341 | 0.1% |
| 25 | 341 | 0.1% |
| 24 | 340 | 0.1% |
| 52 | 339 | 0.1% |
| 5 | 338 | 0.1% |
| Other values (10025) | 315473 |
| Value | Count | Frequency (%) |
| 1 | 280 | |
| 2 | 312 | |
| 3 | 325 | |
| 4 | 308 | |
| 5 | 338 | |
| 6 | 334 | |
| 7 | 367 | |
| 8 | 266 | |
| 9 | 255 | |
| 10 | 309 |
| Value | Count | Frequency (%) |
| 369838 | 23 | |
| 352154 | 23 | |
| 348523 | 25 | |
| 343082 | 24 | |
| 341692 | 19 | |
| 323791 | 20 | |
| 315783 | 17 | |
| 310778 | 17 | |
| 298646 | 17 | |
| 289045 | 16 |
AANTAL_PAT_PER_SPC
Real number (ℝ)
| Distinct | 296 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 673592.38 |
| Minimum | 1610 |
|---|---|
| Maximum | 1487640 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1610 |
|---|---|
| 5-th percentile | 42576 |
| Q1 | 288775 |
| median | 746967 |
| Q3 | 1026558 |
| 95-th percentile | 1340822 |
| Maximum | 1487640 |
| Range | 1486030 |
| Interquartile range (IQR) | 737783 |
Descriptive statistics
| Standard deviation | 411429.82 |
|---|---|
| Coefficient of variation (CV) | 0.6107994 |
| Kurtosis | -1.0984928 |
| Mean | 673592.38 |
| Median Absolute Deviation (MAD) | 314315 |
| Skewness | 0.0040716922 |
| Sum | 2.1482612 × 1011 |
| Variance | 1.6927449 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 880941 | 5102 | 1.6% |
| 874118 | 4354 | 1.4% |
| 843980 | 4347 | 1.4% |
| 894334 | 4333 | 1.4% |
| 880496 | 4273 | 1.3% |
| 897718 | 4212 | 1.3% |
| 764865 | 4088 | 1.3% |
| 784849 | 4002 | 1.3% |
| 1081338 | 3890 | 1.2% |
| 1100486 | 3866 | 1.2% |
| Other values (286) | 276459 |
| Value | Count | Frequency (%) |
| 1610 | 130 | < 0.1% |
| 1702 | 138 | < 0.1% |
| 1716 | 131 | < 0.1% |
| 1920 | 131 | < 0.1% |
| 2260 | 183 | 0.1% |
| 2495 | 173 | 0.1% |
| 6806 | 380 | |
| 9635 | 74 | < 0.1% |
| 14465 | 384 | |
| 14969 | 481 |
| Value | Count | Frequency (%) |
| 1487640 | 2975 | |
| 1450407 | 3048 | |
| 1421741 | 3564 | |
| 1344533 | 3543 | |
| 1340822 | 3441 | |
| 1332449 | 3545 | |
| 1316660 | 3463 | |
| 1282958 | 3576 | |
| 1265248 | 1177 | 0.4% |
| 1262542 | 1201 | 0.4% |
AANTAL_SUBTRAJECT_PER_SPC
Real number (ℝ)
| Distinct | 297 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1085881.9 |
| Minimum | 1861 |
|---|---|
| Maximum | 2666060 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1861 |
|---|---|
| 5-th percentile | 47348 |
| Q1 | 491301 |
| median | 1106901 |
| Q3 | 1756673 |
| 95-th percentile | 2549839 |
| Maximum | 2666060 |
| Range | 2664199 |
| Interquartile range (IQR) | 1265372 |
Descriptive statistics
| Standard deviation | 737059.47 |
|---|---|
| Coefficient of variation (CV) | 0.67876576 |
| Kurtosis | -0.77451377 |
| Mean | 1085881.9 |
| Median Absolute Deviation (MAD) | 621238 |
| Skewness | 0.36928889 |
| Sum | 3.4631598 × 1011 |
| Variance | 5.4325666 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1211791 | 5102 | 1.6% |
| 1281518 | 4354 | 1.4% |
| 1216262 | 4347 | 1.4% |
| 1315601 | 4333 | 1.4% |
| 1300468 | 4273 | 1.3% |
| 1341881 | 4212 | 1.3% |
| 1155430 | 4088 | 1.3% |
| 1171476 | 4002 | 1.3% |
| 2549839 | 3890 | 1.2% |
| 2666060 | 3866 | 1.2% |
| Other values (287) | 276459 |
| Value | Count | Frequency (%) |
| 1861 | 130 | < 0.1% |
| 1961 | 138 | < 0.1% |
| 1981 | 131 | < 0.1% |
| 2195 | 131 | < 0.1% |
| 2816 | 173 | 0.1% |
| 3012 | 183 | 0.1% |
| 7385 | 380 | |
| 10290 | 74 | < 0.1% |
| 16683 | 384 | |
| 17333 | 481 |
| Value | Count | Frequency (%) |
| 2666060 | 3866 | |
| 2620465 | 3787 | |
| 2599704 | 3788 | |
| 2595180 | 3844 | |
| 2549839 | 3890 | |
| 2481560 | 3851 | |
| 2179643 | 3757 | |
| 2062159 | 3810 | |
| 2052304 | 1168 | 0.4% |
| 1990242 | 1167 | 0.4% |
GEMIDDELDE_VERKOOPPRIJS
Real number (ℝ)
| Distinct | 3519 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 48866 |
| Missing (%) | 15.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3563.1378 |
| Minimum | 70 |
|---|---|
| Maximum | 287220 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 70 |
|---|---|
| 5-th percentile | 140 |
| Q1 | 475 |
| median | 1250 |
| Q3 | 4145 |
| 95-th percentile | 13455 |
| Maximum | 287220 |
| Range | 287150 |
| Interquartile range (IQR) | 3670 |
Descriptive statistics
| Standard deviation | 6512.3789 |
|---|---|
| Coefficient of variation (CV) | 1.827709 |
| Kurtosis | 148.50978 |
| Mean | 3563.1378 |
| Median Absolute Deviation (MAD) | 1020 |
| Skewness | 7.2550817 |
| Sum | 9.62261 × 108 |
| Variance | 42411079 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 160 | 2003 | 0.6% |
| 110 | 1874 | 0.6% |
| 105 | 1839 | 0.6% |
| 180 | 1578 | 0.5% |
| 185 | 1481 | 0.5% |
| 145 | 1380 | 0.4% |
| 300 | 1373 | 0.4% |
| 175 | 1373 | 0.4% |
| 120 | 1335 | 0.4% |
| 125 | 1247 | 0.4% |
| Other values (3509) | 254577 | |
| (Missing) | 48866 | 15.3% |
| Value | Count | Frequency (%) |
| 70 | 226 | 0.1% |
| 75 | 75 | < 0.1% |
| 80 | 362 | 0.1% |
| 85 | 919 | |
| 90 | 689 | 0.2% |
| 95 | 695 | 0.2% |
| 100 | 923 | |
| 105 | 1839 | |
| 110 | 1874 | |
| 115 | 1018 |
| Value | Count | Frequency (%) |
| 287220 | 8 | |
| 148910 | 3 | < 0.1% |
| 142835 | 4 | |
| 122155 | 4 | |
| 116765 | 3 | < 0.1% |
| 109725 | 7 | |
| 108570 | 7 | |
| 107655 | 4 | |
| 101270 | 8 | |
| 96880 | 5 |
| BEHANDELEND_SPECIALISME_CD | ZORGPRODUCT_CD | AANTAL_PAT_PER_ZPD | AANTAL_SUBTRAJECT_PER_ZPD | AANTAL_PAT_PER_DIAG | AANTAL_SUBTRAJECT_PER_DIAG | AANTAL_PAT_PER_SPC | AANTAL_SUBTRAJECT_PER_SPC | GEMIDDELDE_VERKOOPPRIJS | |
|---|---|---|---|---|---|---|---|---|---|
| BEHANDELEND_SPECIALISME_CD | 1.000 | 0.218 | 0.008 | 0.013 | -0.060 | -0.054 | -0.547 | -0.470 | 0.050 |
| ZORGPRODUCT_CD | 0.218 | 1.000 | -0.141 | -0.150 | -0.179 | -0.211 | -0.379 | -0.409 | 0.026 |
| AANTAL_PAT_PER_ZPD | 0.008 | -0.141 | 1.000 | 0.996 | 0.324 | 0.322 | 0.074 | 0.082 | -0.302 |
| AANTAL_SUBTRAJECT_PER_ZPD | 0.013 | -0.150 | 0.996 | 1.000 | 0.320 | 0.322 | 0.077 | 0.089 | -0.305 |
| AANTAL_PAT_PER_DIAG | -0.060 | -0.179 | 0.324 | 0.320 | 1.000 | 0.988 | 0.321 | 0.300 | 0.025 |
| AANTAL_SUBTRAJECT_PER_DIAG | -0.054 | -0.211 | 0.322 | 0.322 | 0.988 | 1.000 | 0.336 | 0.331 | 0.033 |
| AANTAL_PAT_PER_SPC | -0.547 | -0.379 | 0.074 | 0.077 | 0.321 | 0.336 | 1.000 | 0.963 | -0.014 |
| AANTAL_SUBTRAJECT_PER_SPC | -0.470 | -0.409 | 0.082 | 0.089 | 0.300 | 0.331 | 0.963 | 1.000 | -0.016 |
| GEMIDDELDE_VERKOOPPRIJS | 0.050 | 0.026 | -0.302 | -0.305 | 0.025 | 0.033 | -0.014 | -0.016 | 1.000 |
| VERSIE | DATUM_BESTAND | PEILDATUM | JAAR | BEHANDELEND_SPECIALISME_CD | TYPERENDE_DIAGNOSE_CD | ZORGPRODUCT_CD | AANTAL_PAT_PER_ZPD | AANTAL_SUBTRAJECT_PER_ZPD | AANTAL_PAT_PER_DIAG | AANTAL_SUBTRAJECT_PER_DIAG | AANTAL_PAT_PER_SPC | AANTAL_SUBTRAJECT_PER_SPC | GEMIDDELDE_VERKOOPPRIJS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.0 | 2023-01-06 | 2023-01-01 | 2018-01-01 | 329 | 07 | 990029010 | 227 | 234 | 1439 | 1500 | 21981 | 24168 | 1345.0 |
| 1 | 1.0 | 2023-01-06 | 2023-01-01 | 2018-01-01 | 329 | 14 | 990029010 | 4 | 4 | 97 | 97 | 21981 | 24168 | 1345.0 |
| 2 | 1.0 | 2023-01-06 | 2023-01-01 | 2018-01-01 | 329 | 03 | 990029011 | 375 | 379 | 847 | 863 | 21981 | 24168 | 545.0 |
| 3 | 1.0 | 2023-01-06 | 2023-01-01 | 2018-01-01 | 329 | 17 | 990029010 | 73 | 73 | 695 | 704 | 21981 | 24168 | 1345.0 |
| 4 | 1.0 | 2023-01-06 | 2023-01-01 | 2018-01-01 | 329 | 01 | 990029010 | 53 | 54 | 331 | 348 | 21981 | 24168 | 1345.0 |
| 5 | 1.0 | 2023-01-06 | 2023-01-01 | 2018-01-01 | 329 | 02 | 990029011 | 1375 | 1386 | 4872 | 4977 | 21981 | 24168 | 545.0 |
| 6 | 1.0 | 2023-01-06 | 2023-01-01 | 2018-01-01 | 329 | 05 | 990029010 | 256 | 261 | 1285 | 1346 | 21981 | 24168 | 1345.0 |
| 7 | 1.0 | 2023-01-06 | 2023-01-01 | 2018-01-01 | 329 | 13 | 990029002 | 6 | 6 | 156 | 157 | 21981 | 24168 | 205.0 |
| 8 | 1.0 | 2023-01-06 | 2023-01-01 | 2018-01-01 | 329 | 05 | 990029002 | 120 | 124 | 1285 | 1346 | 21981 | 24168 | 205.0 |
| 9 | 1.0 | 2023-01-06 | 2023-01-01 | 2018-01-01 | 329 | 16 | 990029002 | 161 | 176 | 1077 | 1196 | 21981 | 24168 | 205.0 |
| VERSIE | DATUM_BESTAND | PEILDATUM | JAAR | BEHANDELEND_SPECIALISME_CD | TYPERENDE_DIAGNOSE_CD | ZORGPRODUCT_CD | AANTAL_PAT_PER_ZPD | AANTAL_SUBTRAJECT_PER_ZPD | AANTAL_PAT_PER_DIAG | AANTAL_SUBTRAJECT_PER_DIAG | AANTAL_PAT_PER_SPC | AANTAL_SUBTRAJECT_PER_SPC | GEMIDDELDE_VERKOOPPRIJS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 318916 | 1.0 | 2023-01-06 | 2023-01-01 | 2013-01-01 | 313 | 419 | 990003004 | 3 | 3 | 992 | 1081 | 1026558 | 1974856 | 100.0 |
| 318917 | 1.0 | 2023-01-06 | 2023-01-01 | 2017-01-01 | 324 | 403 | 131999040 | 4 | 9 | 1221 | 1467 | 286441 | 496620 | 1140.0 |
| 318918 | 1.0 | 2023-01-06 | 2023-01-01 | 2013-01-01 | 313 | 206 | 49899012 | 4 | 4 | 7705 | 9805 | 1026558 | 1974856 | 5440.0 |
| 318919 | 1.0 | 2023-01-06 | 2023-01-01 | 2013-01-01 | 313 | 773 | 28999058 | 6 | 6 | 236 | 1290 | 1026558 | 1974856 | 3180.0 |
| 318920 | 1.0 | 2023-01-06 | 2023-01-01 | 2013-01-01 | 313 | 621 | 29099074 | 1 | 2 | 191 | 588 | 1026558 | 1974856 | NaN |
| 318921 | 1.0 | 2023-01-06 | 2023-01-01 | 2013-01-01 | 313 | 924 | 119499065 | 1 | 1 | 2611 | 2988 | 1026558 | 1974856 | 2695.0 |
| 318922 | 1.0 | 2023-01-06 | 2023-01-01 | 2013-01-01 | 313 | 453 | 990003004 | 3 | 3 | 408 | 454 | 1026558 | 1974856 | 100.0 |
| 318923 | 1.0 | 2023-01-06 | 2023-01-01 | 2013-01-01 | 313 | 917 | 119999012 | 2 | 2 | 328 | 372 | 1026558 | 1974856 | 1620.0 |
| 318924 | 1.0 | 2023-01-06 | 2023-01-01 | 2017-01-01 | 324 | 703 | 69499020 | 1 | 1 | 339 | 367 | 286441 | 496620 | NaN |
| 318925 | 1.0 | 2023-01-06 | 2023-01-01 | 2013-01-01 | 313 | 751 | 979003015 | 1 | 1 | 4485 | 9034 | 1026558 | 1974856 | NaN |